{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2013:YGI5RYOCK3E2LWIPWBUNA637KB","short_pith_number":"pith:YGI5RYOC","canonical_record":{"source":{"id":"1303.5722","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.AI","submitted_at":"2013-03-20T15:31:01Z","cross_cats_sorted":[],"title_canon_sha256":"213a3e2842604f6256fcd8b6122e400f98f7a293ccbdf802edb87bbcd2bd86a5","abstract_canon_sha256":"f42cc52cc76b66cb2826cf608c42986cecb42af55fbe76cdd9a3efee17dea57b"},"schema_version":"1.0"},"canonical_sha256":"c191d8e1c256c9a5d90fb068d07b7f504ce9ae10f6a60d29c48d0cf24ff2436b","source":{"kind":"arxiv","id":"1303.5722","version":1},"source_aliases":[{"alias_kind":"arxiv","alias_value":"1303.5722","created_at":"2026-05-18T03:30:01Z"},{"alias_kind":"arxiv_version","alias_value":"1303.5722v1","created_at":"2026-05-18T03:30:01Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.1303.5722","created_at":"2026-05-18T03:30:01Z"},{"alias_kind":"pith_short_12","alias_value":"YGI5RYOCK3E2","created_at":"2026-05-18T12:28:06Z"},{"alias_kind":"pith_short_16","alias_value":"YGI5RYOCK3E2LWIP","created_at":"2026-05-18T12:28:06Z"},{"alias_kind":"pith_short_8","alias_value":"YGI5RYOC","created_at":"2026-05-18T12:28:06Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2013:YGI5RYOCK3E2LWIPWBUNA637KB","target":"record","payload":{"canonical_record":{"source":{"id":"1303.5722","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.AI","submitted_at":"2013-03-20T15:31:01Z","cross_cats_sorted":[],"title_canon_sha256":"213a3e2842604f6256fcd8b6122e400f98f7a293ccbdf802edb87bbcd2bd86a5","abstract_canon_sha256":"f42cc52cc76b66cb2826cf608c42986cecb42af55fbe76cdd9a3efee17dea57b"},"schema_version":"1.0"},"canonical_sha256":"c191d8e1c256c9a5d90fb068d07b7f504ce9ae10f6a60d29c48d0cf24ff2436b","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-05-18T03:30:01.619529Z","signature_b64":"UrMLrrll2c0kidfmDPG2INIq5f4K9R0CLahcnHWGgDhRAdpMBIf3fth7xY5hOjExgS1Oxnps7uQgkNtm2y60CA==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"c191d8e1c256c9a5d90fb068d07b7f504ce9ae10f6a60d29c48d0cf24ff2436b","last_reissued_at":"2026-05-18T03:30:01.618659Z","signature_status":"signed_v1","first_computed_at":"2026-05-18T03:30:01.618659Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"1303.5722","source_version":1,"attestation_state":"computed"},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-05-18T03:30:01Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"Zg1bjmcdqriYesA0aJslFFXvtpkxTCZHhl5WgmMXd0hIG73xYhWT3EulsW/qYFzPPqlPUjX2HzLeI54keInnBA==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-07-02T14:10:52.015869Z"},"content_sha256":"6388be2f17b66b7cc12550ff9f1a0ddecdfacf70a33f177dc8746d114c5b8884","schema_version":"1.0","event_id":"sha256:6388be2f17b66b7cc12550ff9f1a0ddecdfacf70a33f177dc8746d114c5b8884"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2013:YGI5RYOCK3E2LWIPWBUNA637KB","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"Time-Dependent Utility and Action Under Uncertainty","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":[],"primary_cat":"cs.AI","authors_text":"Eric J. Horvitz, Geoffrey Rutledge","submitted_at":"2013-03-20T15:31:01Z","abstract_excerpt":"We discuss representing and reasoning with knowledge about the time-dependent utility of an agent's actions.  Time-dependent utility plays a crucial role in the interaction between computation and action under bounded resources.  We present a semantics for time-dependent utility and describe the use of time-dependent information in decision contexts.  We illustrate our discussion with examples of time-pressured reasoning in Protos, a system constructed to explore the ideal control of inference by reasoners with limit abilities."},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"1303.5722","kind":"arxiv","version":1},"verdict":{"id":null,"model_set":{},"created_at":null,"strongest_claim":"","one_line_summary":"","pipeline_version":null,"weakest_assumption":"","pith_extraction_headline":""},"references":{"count":0,"sample":[],"resolved_work":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57","internal_anchors":0},"formal_canon":{"evidence_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"author_claims":{"count":0,"strong_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"builder_version":"pith-number-builder-2026-05-17-v1"},"verdict_id":null},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-05-18T03:30:01Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"sy8QQjt2bEersjtb4jas2xY2LGMpBCPY4rKIE1ETWX0FIrXSY20C4i2V/NP1wQh7XTicfHZKY0PfOZcAsACOAA==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-07-02T14:10:52.016210Z"},"content_sha256":"ebe7b790e3bbacdd67a5b3f473ab9a6dd4df821bccddfa32b76da6898a0d4c03","schema_version":"1.0","event_id":"sha256:ebe7b790e3bbacdd67a5b3f473ab9a6dd4df821bccddfa32b76da6898a0d4c03"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/YGI5RYOCK3E2LWIPWBUNA637KB/bundle.json","state_url":"https://pith.science/pith/YGI5RYOCK3E2LWIPWBUNA637KB/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/YGI5RYOCK3E2LWIPWBUNA637KB/bundle.json","status":"primary"}],"public_keys":[{"key_id":"pith-v1-2026-05","algorithm":"ed25519","format":"raw","public_key_b64":"stVStoiQhXFxp4s2pdzPNoqVNBMojDU/fJ2db5S3CbM=","public_key_hex":"b2d552b68890857171a78b36a5dccf368a953413288c353f7c9d9d6f94b709b3","fingerprint_sha256_b32_first128bits":"RVFV5Z2OI2J3ZUO7ERDEBCYNKS","fingerprint_sha256_hex":"8d4b5ee74e4693bcd1df2446408b0d54","rotates_at":null,"url":"https://pith.science/pith-signing-key.json","notes":"Pith uses this Ed25519 key to sign canonical record SHA-256 digests. Verify with: ed25519_verify(public_key, message=canonical_sha256_bytes, signature=base64decode(signature_b64))."}],"merge_version":"pith-open-graph-merge-v1","built_at":"2026-07-02T14:10:52Z","links":{"resolver":"https://pith.science/pith/YGI5RYOCK3E2LWIPWBUNA637KB","bundle":"https://pith.science/pith/YGI5RYOCK3E2LWIPWBUNA637KB/bundle.json","state":"https://pith.science/pith/YGI5RYOCK3E2LWIPWBUNA637KB/state.json","well_known_bundle":"https://pith.science/.well-known/pith/YGI5RYOCK3E2LWIPWBUNA637KB/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2013:YGI5RYOCK3E2LWIPWBUNA637KB","merge_version":"pith-open-graph-merge-v1","event_count":2,"valid_event_count":2,"invalid_event_count":0,"equivocation_count":0,"current":{"canonical_record":{"metadata":{"abstract_canon_sha256":"f42cc52cc76b66cb2826cf608c42986cecb42af55fbe76cdd9a3efee17dea57b","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.AI","submitted_at":"2013-03-20T15:31:01Z","title_canon_sha256":"213a3e2842604f6256fcd8b6122e400f98f7a293ccbdf802edb87bbcd2bd86a5"},"schema_version":"1.0","source":{"id":"1303.5722","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"1303.5722","created_at":"2026-05-18T03:30:01Z"},{"alias_kind":"arxiv_version","alias_value":"1303.5722v1","created_at":"2026-05-18T03:30:01Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.1303.5722","created_at":"2026-05-18T03:30:01Z"},{"alias_kind":"pith_short_12","alias_value":"YGI5RYOCK3E2","created_at":"2026-05-18T12:28:06Z"},{"alias_kind":"pith_short_16","alias_value":"YGI5RYOCK3E2LWIP","created_at":"2026-05-18T12:28:06Z"},{"alias_kind":"pith_short_8","alias_value":"YGI5RYOC","created_at":"2026-05-18T12:28:06Z"}],"graph_snapshots":[{"event_id":"sha256:ebe7b790e3bbacdd67a5b3f473ab9a6dd4df821bccddfa32b76da6898a0d4c03","target":"graph","created_at":"2026-05-18T03:30:01Z","signer":{"key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signer_id":"pith.science","signer_type":"pith_registry"},"payload":{"graph_snapshot":{"author_claims":{"count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57","strong_count":0},"builder_version":"pith-number-builder-2026-05-17-v1","claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"formal_canon":{"evidence_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"paper":{"abstract_excerpt":"We discuss representing and reasoning with knowledge about the time-dependent utility of an agent's actions.  Time-dependent utility plays a crucial role in the interaction between computation and action under bounded resources.  We present a semantics for time-dependent utility and describe the use of time-dependent information in decision contexts.  We illustrate our discussion with examples of time-pressured reasoning in Protos, a system constructed to explore the ideal control of inference by reasoners with limit abilities.","authors_text":"Eric J. Horvitz, Geoffrey Rutledge","cross_cats":[],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.AI","submitted_at":"2013-03-20T15:31:01Z","title":"Time-Dependent Utility and Action Under Uncertainty"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"1303.5722","kind":"arxiv","version":1},"verdict":{"created_at":null,"id":null,"model_set":{},"one_line_summary":"","pipeline_version":null,"pith_extraction_headline":"","strongest_claim":"","weakest_assumption":""}},"verdict_id":null}}],"author_attestations":[],"timestamp_anchors":[],"storage_attestations":[],"citation_signatures":[],"replication_records":[],"corrections":[],"mirror_hints":[],"record_created":{"event_id":"sha256:6388be2f17b66b7cc12550ff9f1a0ddecdfacf70a33f177dc8746d114c5b8884","target":"record","created_at":"2026-05-18T03:30:01Z","signer":{"key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signer_id":"pith.science","signer_type":"pith_registry"},"payload":{"attestation_state":"computed","canonical_record":{"metadata":{"abstract_canon_sha256":"f42cc52cc76b66cb2826cf608c42986cecb42af55fbe76cdd9a3efee17dea57b","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.AI","submitted_at":"2013-03-20T15:31:01Z","title_canon_sha256":"213a3e2842604f6256fcd8b6122e400f98f7a293ccbdf802edb87bbcd2bd86a5"},"schema_version":"1.0","source":{"id":"1303.5722","kind":"arxiv","version":1}},"canonical_sha256":"c191d8e1c256c9a5d90fb068d07b7f504ce9ae10f6a60d29c48d0cf24ff2436b","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"c191d8e1c256c9a5d90fb068d07b7f504ce9ae10f6a60d29c48d0cf24ff2436b","first_computed_at":"2026-05-18T03:30:01.618659Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-05-18T03:30:01.618659Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"UrMLrrll2c0kidfmDPG2INIq5f4K9R0CLahcnHWGgDhRAdpMBIf3fth7xY5hOjExgS1Oxnps7uQgkNtm2y60CA==","signature_status":"signed_v1","signed_at":"2026-05-18T03:30:01.619529Z","signed_message":"canonical_sha256_bytes"},"source_id":"1303.5722","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:6388be2f17b66b7cc12550ff9f1a0ddecdfacf70a33f177dc8746d114c5b8884","sha256:ebe7b790e3bbacdd67a5b3f473ab9a6dd4df821bccddfa32b76da6898a0d4c03"],"state_sha256":"278b897f15c5013612a8fd297d6015d961f71f9468393ee8658bd861ebc26870"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"5mo5S8NAqZwGX7A7dAK2C7JqRwszalSL/Iinqrg60XIYGoXnemTIVqnRsStHX3FlFUngOvreTnLvF7kF0wjtDA==","signed_message":"bundle_sha256_bytes","signed_at":"2026-07-02T14:10:52.018113Z","bundle_sha256":"ac981a6d41dab0bdb4475b4827980ce1a108a317ce4c1207c245481fb0840570"}}